In the decades following its 1963 publication, this volume served as the standard advanced text in probability theory. Suitable for undergraduate and graduate students, the treatment includes extensive introductory material. "Every serious probabilist should, and doubtless will, possess a copy of this important work." - Journal of the American Statistical Association.